{"id":"W4233681507","doi":"10.12968/sece.2006.3.590","title":"Food for thought","year":2006,"lang":"en","type":"article","venue":"SecEd","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Value (mathematics); Medical school; Junk food; State (computer science); History; Psychology; Medicine; Medical education; Mathematics; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001528173,0.00004827418,0.00007271726,0.00003076682,0.0003126764,0.000004153899,0.00004650117,0.00007561579,0.0001515514],"category_scores_gemma":[0.00005388,0.00004547888,0.00003279189,0.00006012361,0.00001115729,0.00004156815,0.000007221526,0.00007366965,0.0001750109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000435305,"about_ca_system_score_gemma":0.00007737635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000573401,"about_ca_topic_score_gemma":0.0003188727,"domain_scores_codex":[0.9994156,0.00004272885,0.000168527,0.00009848844,0.00005224671,0.0002223968],"domain_scores_gemma":[0.9995432,0.0001481158,0.0000518796,0.0001170514,0.000108029,0.0000316779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009091783,0.000197001,0.01281499,0.0008421355,0.00001479211,1.237251e-7,0.004110079,0.000002848092,0.0008642537,0.09064758,0.8884022,0.002013067],"study_design_scores_gemma":[0.001476097,0.000197265,0.03016496,0.0001201338,0.00001857546,2.15404e-7,0.006452156,0.00003990263,0.0007087201,0.06131139,0.899367,0.0001435628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8838855,0.0006936361,0.004475217,0.007281105,0.008633696,0.001292399,0.0001279204,0.0002796077,0.09333093],"genre_scores_gemma":[0.9809709,0.00001752882,0.002143837,0.0006198019,0.002814552,0.0001908787,0.0001783403,0.00001651192,0.01304768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09708539,"threshold_uncertainty_score":0.2404885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07060985394441793,"score_gpt":0.4166007931383172,"score_spread":0.3459909391938992,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}